Liron Pantanowitz, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
93%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Judy Chia Pang, MD with clinicians in the same registry specialty: Pathology (CMS).
ANN ARBOR, MI · Exact areaEdit location
2024 published service data · 61 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Amer Heider, M.D.
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
92%Service-mix similarityView profile →
Madelyn Lew, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
89%Service-mix similarityView profile →
Claire W Michael, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
84%Service-mix similarityView profile →
Heather I-Hsuan Chen-Yost, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
76%Service-mix similarityView profile →
Cynthia L Cookingham, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
74%Service-mix similarityView profile →
Oyewale Shiyanbola, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
73%Service-mix similarityView profile →
Sharon Bihlmeyer Gauthier, M.D.
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
72%Service-mix similarityView profile →
Jaclyn Michelle Plotzke, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
69%Service-mix similarityView profile →
Julianne Marie Szczepanski, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
69%Service-mix similarityView profile →
Jiaqi Shi, MD
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
69%Service-mix similarityView profile →
Myra Khan, D.O.
Pathology (CMS) · Ann Arbor, MI
Shared published services3 shared services · view billing descriptions
69%Service-mix similarityView profile →
How this comparison works
We use the same calendar year of CMS Medicare Physician & Other Practitioners data for both providers. Published non-drug service counts are combined by HCPCS code across places of service. We apply log(1 + count), normalize the vectors, and compare them using cosine similarity.
Candidates share the reference provider’s current NPPES primary taxonomy and match the location you enter. We examine up to 500 candidates in NPI order, then show up to 12 with the highest positive similarity within that set. The score is not a percentile, medical recommendation, or prediction. Suppressed services are not estimated. Medicare fee-for-service data does not describe a provider’s entire practice.
Source: CMS Medicare Physician & Other Practitioners - by Provider and Service : 2024-12-01 · Published May 21, 2026.